openagent-systematic-debugging

A systematic debugging workflow with approval gates is a structured process requiring explicit user confirmation at each checkpoint before advancing through phases of root cause investigation, hypothesis testing, and safe implementation.

To find a root cause before applying a code fix, follow a four-phase debugging workflow that guides evidence collection, pattern analysis, and hypothesis testing with mandatory checkpoint approvals and evidentiary reporting.

Yes, you can use this structured debugging process for unexpected production issues, failing tests, and any unpredictable behavior by initiating a four-phase investigation with mandatory approval gates before each step.

The best way to debug software issues without rework is to use an approval-gated workflow that enforces root cause identification, iterative hypothesis testing, and comprehensive evidence reporting before implementing fixes.

Hypothesis testing during a root cause investigation works by iteratively validating assumptions through evidence collection and pattern analysis, with rollback and re-analysis options available at each checkpoint before proceeding to implementation.

You should not use a four-phase debugging workflow with mandatory approvals for urgent fixes requiring immediate deployment, as the explicit checkpoint verification and evidentiary reporting process intentionally slows down implementation.